Artificial Intelligence in Radiology – A Workshop for Early Career Investigators
Artificial Intelligence in Radiology – A Workshop for Early Career Investigators
批准号:
465228590
负责人:
Professorin Dr. Ulrike I. Attenberger
金额:
$0.0万
依托单位国家:
德国
项目类别:
Workshops for Early Career Investigators
财政年份:
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资助国家:
德国
项目状态:
未结题
起止时间:
中文摘要
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英文摘要
Artificial intelligence (AI) is increasingly important in modern medical imaging. AI has multiple applications, such as lesion detection and characterization, radiomics analysis, imaging biobanks, dose optimization, and structured reporting. The successful implementation of AI algorithms in medicine in the long term requires close cooperation and exchange between disciplines, especially medicine and computer science/informatics. Upcoming generations of medical professionals will need specialist training in computer science and biostatistics, and sustainable interdisciplinary networks will need to be established. Moreover, expert associations, supported by the German Radiological Society (DRG), will be required to develop quality standards along with standardized and quality-assured toolboxes as a major prerequisite for any further application of AI in medicine. This workshop provides interdisciplinary training in AI for early career researchers from the fields of medicine and computer science.
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会议论文
Prediction of treatment response and outcome in locally advanced rectal cancer using radiomics and deep learning: an example case to demonstrate a general purpose deep-learning-based processing pipeline for image classification.
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批准号:428149221
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项目类别:Priority Programmes
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资助金额:$0.0万
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财政年份:2019
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负责人:Professorin Dr. Ulrike I. Attenberger
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依托单位:
Capturing Tumor Heterogeneity in Hepatocellular Carcinoma- A Radiomics Approach Systematically Tested in Transgenic Mice
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批准号:410981386
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项目类别:Research Grants
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资助金额:$0.0万
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财政年份:--
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负责人:Professorin Dr. Ulrike I. Attenberger
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依托单位:
海外基金